{"id":11155,"date":"2021-11-10T11:40:18","date_gmt":"2021-11-10T10:40:18","guid":{"rendered":"http:\/\/www.soulsoftware.it\/html\/?page_id=11155"},"modified":"2021-12-20T19:00:51","modified_gmt":"2021-12-20T18:00:51","slug":"flight-delay-forecast-blue","status":"publish","type":"page","link":"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/","title":{"rendered":"Flight Delay Forecast"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"11155\" class=\"elementor elementor-11155\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-bee1c8c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"bee1c8c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-549b190\" data-id=\"549b190\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-ab83ca8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab83ca8\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3fa418b\" data-id=\"3fa418b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3771ca2 elementor-widget elementor-widget-heading\" data-id=\"3771ca2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Flight Delay Forecast<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-9cc177e elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"9cc177e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ea769c8\" data-id=\"ea769c8\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-53dc7e4 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"53dc7e4\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a76c17\" data-id=\"9a76c17\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-fcc1546 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fcc1546\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5d36247\" data-id=\"5d36247\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68a8159 elementor-widget elementor-widget-heading\" data-id=\"68a8159\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Goal<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-520352c elementor-widget elementor-widget-text-editor\" data-id=\"520352c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tPredict\u00a0aircraft delays in airport terminal area using machine learning techniques on historical data.\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c323fbf elementor-widget elementor-widget-heading\" data-id=\"c323fbf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Focus<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a2821d elementor-widget elementor-widget-text-editor\" data-id=\"7a2821d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li>On departure and arrival delays of flights for <strong>227<\/strong> European\u00a0airports.<\/li><li>Airlines: Charter, Low-cost, Traditional Scheduled, All-Cargo, Business Aviation.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e0e1ccb\" data-id=\"e0e1ccb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b429da elementor-animation-grow elementor-widget elementor-widget-image\" data-id=\"4b429da\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Flight delay factors borders\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTIzNTgsInVybCI6Imh0dHBzOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvRmxpZ2h0LWRlbGF5LWZhY3RvcnMtYm9yZGVycy5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders-1024x576.png\" class=\"attachment-large size-large wp-image-12358\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders-1024x576.png 1024w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders-300x169.png 300w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders-768x432.png 768w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders.png 1143w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a18d541 elementor-widget elementor-widget-heading\" data-id=\"a18d541\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data sources<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-67f4051 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67f4051\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7927517\" data-id=\"7927517\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.eurocontrol.int\\\/sites\\\/default\\\/files\\\/2021-04\\\/ectl-inno-hub-afternoon-session.pdf&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-beebaf4 ha-card--right elementor-animation-grow ha-card--tablet-left ha-card--mobile-left elementor-widget elementor-widget-ha-card happy-addon ha-card\" data-id=\"beebaf4\" data-element_type=\"widget\" title=\"vai su eurocontrol\" data-widget_type=\"ha-card.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t\t\t<figure class=\"ha-card-figure\">\n\t\t\t\t<img decoding=\"async\" width=\"240\" height=\"246\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/11\/Eurocontrol_Border.png\" class=\"attachment-large size-large wp-image-12280\" alt=\"\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\n\t\t<div class=\"ha-card-body\">\n\n\t\t\t<h2 class=\"ha-card-title\">Traffic, time, and waiting times from 2015 to mid-2018<\/h2>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ac2642d\" data-id=\"ac2642d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.wunderground.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-a0b3716 ha-card--right elementor-animation-grow ha-card--tablet-left ha-card--mobile-left elementor-widget elementor-widget-ha-card happy-addon ha-card\" data-id=\"a0b3716\" data-element_type=\"widget\" title=\"vai su eurocontrol\" data-widget_type=\"ha-card.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t\t\t<figure class=\"ha-card-figure\">\n\t\t\t\t<img decoding=\"async\" width=\"240\" height=\"246\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/11\/Weather-Underground.png\" class=\"attachment-large size-large wp-image-12281\" alt=\"\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\n\t\t<div class=\"ha-card-body\">\n\n\t\t\t<h2 class=\"ha-card-title\">Weather from 2015 to mid-2018<\/h2>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b84fb54 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"b84fb54\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f553dde\" data-id=\"f553dde\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fcea076 elementor-widget elementor-widget-heading\" data-id=\"fcea076\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Departure model & results<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-763e3af elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"763e3af\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-ce65688 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ce65688\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-77f18d9\" data-id=\"77f18d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78d4ab8 elementor-widget elementor-widget-image\" data-id=\"78d4ab8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure-Model.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Departure Model\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTIzOTksInVybCI6Imh0dHBzOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvRGVwYXJ0dXJlLU1vZGVsLnBuZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"364\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure-Model.png\" class=\"attachment-large size-large wp-image-12399\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure-Model.png 683w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure-Model-300x160.png 300w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8bb5c10\" data-id=\"8bb5c10\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a11df9 elementor-widget elementor-widget-image\" data-id=\"3a11df9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Immagine6\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTIzNzcsInVybCI6Imh0dHBzOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvSW1tYWdpbmU2LnBuZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"566\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-1024x724.png\" class=\"attachment-large size-large wp-image-12377\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-1024x724.png 1024w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-300x212.png 300w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-768x543.png 768w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-1536x1086.png 1536w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine6-2048x1448.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e62807 elementor-widget elementor-widget-text-editor\" data-id=\"8e62807\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tTrained on 227 ICAOS\n<\/br>Plotted 4 ICAOs\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/F-score&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-86b8f59 elementor-widget elementor-widget-text-editor\" data-id=\"86b8f59\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>See F1-score\u00bb<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-66fb148 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"66fb148\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ceb17c\" data-id=\"5ceb17c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8f75bb6 elementor-widget elementor-widget-heading\" data-id=\"8f75bb6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Arrival model & results<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40b3032 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"40b3032\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-7369f37 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7369f37\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d0dcd9f\" data-id=\"d0dcd9f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-139bd9e elementor-widget elementor-widget-image\" data-id=\"139bd9e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival-Model.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Arrival Model\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTIzNTYsInVybCI6Imh0dHBzOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvQXJyaXZhbC1Nb2RlbC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"364\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival-Model.png\" class=\"attachment-large size-large wp-image-12356\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival-Model.png 683w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival-Model-300x160.png 300w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-575756c\" data-id=\"575756c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c31a07 elementor-widget elementor-widget-image\" data-id=\"1c31a07\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Immagine7\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTI0MDMsInVybCI6Imh0dHBzOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvSW1tYWdpbmU3LnBuZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"555\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-1024x710.png\" class=\"attachment-large size-large wp-image-12403\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-1024x710.png 1024w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-300x208.png 300w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-768x533.png 768w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-1536x1065.png 1536w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Immagine7-2048x1420.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30720cf elementor-widget elementor-widget-text-editor\" data-id=\"30720cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tTrained on 227 ICAOS\n<\/br>Plotted 4 ICAOs\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/F-score&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-575aecd elementor-widget elementor-widget-text-editor\" data-id=\"575aecd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>See F1-score\u00bb<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b9df3b7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b9df3b7\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-df8405a\" data-id=\"df8405a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-051f1cc elementor-widget elementor-widget-heading\" data-id=\"051f1cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Additional experiments<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-ddf39e0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ddf39e0\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJ1cmwiOiJodHRwOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMVwvRGVwYXJ0dXJlX3doaXRlLnBuZyIsInR5cGUiOiJpbWFnZSIsInRpdGxlIjoiRGVwYXJ0dXJlX3doaXRlIn0%3D&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-c305843\" data-id=\"c305843\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f1a579d elementor-widget elementor-widget-text-editor\" data-id=\"f1a579d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In order to make a comparison, it was decided to run the same trainings using the same models and datasets on only 10 ICAOs, the most recurring ones within the entire dataset.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49686cf elementor-widget elementor-widget-text-editor\" data-id=\"49686cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Training on 10 ICAOS: <i>LSZH, LTBA, LEBL, EKCH, ENGM, LOWW, LTFJ, EGKK, LFPO, ESSA<\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-0f37776 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f37776\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJ1cmwiOiJodHRwOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMVwvRGVwYXJ0dXJlX3doaXRlLnBuZyIsInR5cGUiOiJpbWFnZSIsInRpdGxlIjoiRGVwYXJ0dXJlX3doaXRlIn0%3D&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cc46cd1\" data-id=\"cc46cd1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2449b5c elementor-widget elementor-widget-heading\" data-id=\"2449b5c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Departure<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b4394c elementor-widget elementor-widget-image\" data-id=\"8b4394c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"310\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure.drawio.png\" class=\"attachment-large size-large wp-image-12434\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure.drawio.png 1024w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure.drawio-300x116.png 300w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Departure.drawio-768x298.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42ab99d elementor-widget elementor-widget-text-editor\" data-id=\"42ab99d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Trained on 227 ICAOS<\/p><p>Trained on 10 ICAOS<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div data-ha-element-link=\"{&quot;url&quot;:&quot;#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJ1cmwiOiJodHRwOlwvXC93d3cuc291bHNvZnR3YXJlLml0XC9odG1sXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMVwvRGVwYXJ0dXJlX3doaXRlLnBuZyIsInR5cGUiOiJpbWFnZSIsInRpdGxlIjoiRGVwYXJ0dXJlX3doaXRlIn0%3D&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" style=\"cursor: pointer\" class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-336753f\" data-id=\"336753f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f4dbcf elementor-widget elementor-widget-heading\" data-id=\"0f4dbcf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Arrival<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b092f51 elementor-widget elementor-widget-image\" data-id=\"b092f51\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"309\" src=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival.drawio.png\" class=\"attachment-large size-large wp-image-12435\" alt=\"\" srcset=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival.drawio.png 1024w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival.drawio-300x116.png 300w, https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Arrival.drawio-768x297.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-191d8b4 elementor-widget elementor-widget-text-editor\" data-id=\"191d8b4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Trained on 227 ICAOS<\/p><p>Trained on 10 ICAOS<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-310b7c5 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"310b7c5\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-61409a4\" data-id=\"61409a4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0a401cb elementor-widget elementor-widget-heading\" data-id=\"0a401cb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusions<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-506a147 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"506a147\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4b52a22\" data-id=\"4b52a22\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f54579d elementor-view-framed elementor-shape-circle elementor-widget elementor-widget-icon\" data-id=\"f54579d\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-frown\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7145c3 elementor-widget elementor-widget-text-editor\" data-id=\"a7145c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The model should be refined for being used in a real environment. The performance related to some airports should be improved.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6f20267\" data-id=\"6f20267\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ba3c23 elementor-view-framed elementor-shape-circle elementor-widget elementor-widget-icon\" data-id=\"5ba3c23\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-smile\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b6d1b1 elementor-widget elementor-widget-text-editor\" data-id=\"7b6d1b1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Soul Software model&#8217;s results are comparable with the those provided by Eurocontrol in the 2021.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-bb78b5d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bb78b5d\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4195ab2\" data-id=\"4195ab2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3186b19 elementor-widget elementor-widget-heading\" data-id=\"3186b19\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Future developments<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6edc783 elementor-view-framed elementor-position-left elementor-vertical-align-middle elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"6edc783\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div 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class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe performance should improve through an enrichment of the dataset with weather information, airports features, etc...\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-eb04be0 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"eb04be0\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e80cdec\" data-id=\"e80cdec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3ccd5c elementor-view-framed elementor-shape-circle elementor-widget elementor-widget-icon\" data-id=\"e3ccd5c\" data-element_type=\"widget\" data-settings=\"{&quot;sticky&quot;:&quot;bottom&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0}\" title=\"Download PDF\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon elementor-animation-grow\" href=\"https:\/\/www.soulsoftware.it\/html\/flightdelayforecast-2\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-download\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t ","protected":false},"excerpt":{"rendered":"<p>Flight Delay Forecast Goal Predict\u00a0aircraft delays in airport terminal area using machine learning techniques on historical data. Focus On departure and arrival delays of flights for 227 European\u00a0airports. Airlines: Charter, Low-cost, Traditional Scheduled, All-Cargo, Business Aviation. Data sources Traffic, time, and waiting times from 2015 to mid-2018 Weather from 2015 to mid-2018 Departure model &#038; [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"_acf_changed":false,"footnotes":""},"types_pages":[233],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Flight Delay Forecast - Soul Software<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Flight Delay Forecast - Soul Software\" \/>\n<meta property=\"og:description\" content=\"Flight Delay Forecast Goal Predict\u00a0aircraft delays in airport terminal area using machine learning techniques on historical data. Focus On departure and arrival delays of flights for 227 European\u00a0airports. Airlines: Charter, Low-cost, Traditional Scheduled, All-Cargo, Business Aviation. Data sources Traffic, time, and waiting times from 2015 to mid-2018 Weather from 2015 to mid-2018 Departure model &#038; [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/\" \/>\n<meta property=\"og:site_name\" content=\"Soul Software\" \/>\n<meta property=\"article:modified_time\" content=\"2021-12-20T18:00:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2021\/12\/Flight-delay-factors-borders-1024x576.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/\",\"url\":\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/\",\"name\":\"Flight Delay Forecast - Soul Software\",\"isPartOf\":{\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#website\"},\"datePublished\":\"2021-11-10T10:40:18+00:00\",\"dateModified\":\"2021-12-20T18:00:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.soulsoftware.it\/html\/it\/homepage-ita-blue\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Flight Delay Forecast\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#website\",\"url\":\"https:\/\/www.soulsoftware.it\/html\/\",\"name\":\"Soul Software\",\"description\":\"Soul Software (South Labs Software) the visionary software company.\",\"publisher\":{\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.soulsoftware.it\/html\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#organization\",\"name\":\"Soul Software\",\"url\":\"https:\/\/www.soulsoftware.it\/html\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2020\/12\/Logo-Soul-aziendale-2.png\",\"contentUrl\":\"https:\/\/www.soulsoftware.it\/html\/wp-content\/uploads\/2020\/12\/Logo-Soul-aziendale-2.png\",\"width\":200,\"height\":100,\"caption\":\"Soul Software\"},\"image\":{\"@id\":\"https:\/\/www.soulsoftware.it\/html\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Flight Delay Forecast - Soul Software","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.soulsoftware.it\/html\/en\/flight-delay-forecast-blue\/","og_locale":"en_US","og_type":"article","og_title":"Flight Delay Forecast - Soul Software","og_description":"Flight Delay Forecast Goal Predict\u00a0aircraft delays in airport terminal area using machine learning techniques on historical data. 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